GBM Parameters
--------------

.. toctree::
   :maxdepth: 2

   balance_classes
   build_tree_one_node
   categorical_encoding
   checkpoint
   class_sampling_factors
   col_sample_rate
   col_sample_rate_change_per_level
   col_sample_rate_per_tree
   distribution
   fold_assignment
   fold_column
   histogram_type
   huber_alpha
   ignored_columns
   ignore_const_cols
   keep_cross_validation_fold_assignment
   keep_cross_validation_predictions
   learn_rate
   learn_rate_annealing
   max_abs_leafnode_pred
   max_after_balance_size
   max_depth
   max_hit_ratio_k
   max_runtime_secs
   min_rows
   min_split_improvement
   model_id
   nbins
   nbins_cats
   nbins_top_level
   nfolds
   ntrees
   offset_column
   pred_noise_bandwidth
   quantile_alpha
   sample_rate
   sample_rate_per_class
   score_each_iteration
   score_tree_interval
   seed
   stopping_metric
   stopping_rounds
   stopping_tolerance
   training_frame
   tweedie_power
   validation_frame
   weights_column
   y